Summary
Classification as structuring principle for data is a common basis of many knowledge base systems. A newer idea is to employ classification for query evaluation purposes as recently done in concept language implementations and in the advanced deductive database system ConceptBase. The question is: Can we amalgamate the advantages of the techniques used in these approaches? This paper first proposes the notion of query classes with a deductive interpretation and then describes an orthogonal integration of a concept language for types of classes. Classification on the type lattice leads to an optimized query evaluation process.
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References
BECK, H.W., GALA, S.K., and NAVATHE, S.B. (1989): Classification as a query processing technique in the Candide semantic data model. In: Proc. 5th Int. Conf. on Data Engineering, 572–581.
BRACHMAN, R.J., MCGUINESS, D.L., PATEL-SCHNEIDER, P.F., RESNICK, L.A., and BORGIDA, A. (1991): Living with Classic: When and how to use a KL-ONE-like language. In: J. Sowa (ed.): Principles of Semantic Networks, Morgan Kaufmann.
BORGIDA, A. (1992): From type systems to knowledge representation: natural semantics specifications for description logics. Int. Journal of Intelligent and Cooperative Information Systems, 1(1), 93–126.
BRACHMAN, R.J., and SCHMOLZE, J.G.(1985): An overview of the KL-ONE knowledge representation system. Cognitive Science, 9 (2), 171–216.
CERI, S., GOTTLOB, G., and TANCA L. (1990): Logic programming and databases. Springer-Verlag.
DELOBEL, C., KIFER, M., MASUNAGA, Y., (eds.) (1991): Proc. 2nd Int. Conf. on Deductive and Object-Oriented Databases, LNCS 566, Springer-Verlag.
DONINI, F.M., LENZERINI, M., NARDI, D., and NUTT, W. (1991): The complexity of concept languages. In: Proc. 3rd Int. Conf. Principles of Knowledge Representation and Reasoning.
DONINI, F.M., LENZERINI, M., NARDI, D., and SCHAERF, A. (1991): A hybrid system with datalog and concept languages. In: Ardizzone E., Gaglio S., Sorbello F., (eds.): Trends in Artificial Intelligence, LNAI 549, Springer Verlag, 88–97.
JARKE, M., (ed.) (1992): ConceptBase V3.1 user manual. Report Aachener Informatik-Berichte Nr. 92–17, RWTH Aachen, Germany.
JEUSFELD, M. (1992): Update control in deductive object bases (in German). Infix-Verlag, St. Augustin, Germany.
JEUSFELD, M., and Jarke, M. (1991): From relational to object-oriented integrity simplification. In [Delobel et al. (1991)], 460–477.
JEUSFELD, M., and STAUDT, M. (1993): Query optimization in deductive object bases. In: Freytag et al. (eds.): Query Processing for Advanced Database Systems, Morgan-Kaufmann.
KIM, W., NICOLAS, J.-M., NISHIO, S., (eds.) (1990): Proc. 1st Int. Conf. on Deductive and Object-Oriented Databases, North-Holland.
LENZERINI, M., and SCHAERF, A. (1991): Concept languages as query languages. In: Proc. AAAI, 471–476.
MYLOPOULOS, J., BORGIDA, A., JARKE M., and KOUBARAKIS, M. (1990): Telos: a language for representing knowledge about information systems. ACM Trans. Information Systems, 8 (4), 325–362.
STAUDT, M. (1990): Query representation and evaluation in deductive object bases (in German). Diploma thesis, Universität Passau, Germany.
STAUDT, M., Nissen, H., Jeusfeld, M. (1993): Query by Class, Rule and Concept. To appear in Applied Intelligence, Oct. 1993.
SCHOLL, M.H., LAASCH C., TRESCH M. (1991): “Updatable views in object oriented databases.” In [Delobel et al. (1991)], 189–207.
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Staudt, M., Nissen, H.W. (1994). Classification Based Query Evaluation in Knowledge Base Systems. In: Bock, HH., Lenski, W., Richter, M.M. (eds) Information Systems and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-46808-7_13
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DOI: https://doi.org/10.1007/978-3-642-46808-7_13
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